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Comparative pyrolysis kinetics of various biomasses based on model-free and DAEM approaches improved with numerical optimization procedure

The pyrolysis process of various types of biomass (agricultural and wood by-products) in non-isothermal conditions using simultaneous thermal analyses (STA) was investigated. Devolatilization kinetics was implemented through combined application of model-free methods and DAEM (distributed activation...

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Autores principales: Radojević, Miloš, Janković, Bojan, Jovanović, Vladimir, Stojiljković, Dragoslava, Manić, Nebojša
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6209342/
https://www.ncbi.nlm.nih.gov/pubmed/30379972
http://dx.doi.org/10.1371/journal.pone.0206657
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author Radojević, Miloš
Janković, Bojan
Jovanović, Vladimir
Stojiljković, Dragoslava
Manić, Nebojša
author_facet Radojević, Miloš
Janković, Bojan
Jovanović, Vladimir
Stojiljković, Dragoslava
Manić, Nebojša
author_sort Radojević, Miloš
collection PubMed
description The pyrolysis process of various types of biomass (agricultural and wood by-products) in non-isothermal conditions using simultaneous thermal analyses (STA) was investigated. Devolatilization kinetics was implemented through combined application of model-free methods and DAEM (distributed activation energy model) using Gaussian distribution functions of activation energies. Results obtained were used in the curve prediction of the rate of mass loss against temperature at various heating rates by numerical optimization. The possible calculation of biomass samples behavior under pyrolytic conditions as the summation of their pseudo-components, hemicelluloses, cellulose, and lignin is also explored. The differences between experimental and calculated data are less than 3.20% offering a quality test of applicability of proposed model on the kinetic studies of a wide range of biomass samples. It seems that the most physically realistic model is the decomposition of biomass in three reactions, depending on the composition of the biomass regarding hemicelluloses, cellulose, and lignin. Kinetic model applied here may serve as a starting point to build more complex models capable of describing the thermal behavior of plant materials during thermochemical processing.
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spelling pubmed-62093422018-11-19 Comparative pyrolysis kinetics of various biomasses based on model-free and DAEM approaches improved with numerical optimization procedure Radojević, Miloš Janković, Bojan Jovanović, Vladimir Stojiljković, Dragoslava Manić, Nebojša PLoS One Research Article The pyrolysis process of various types of biomass (agricultural and wood by-products) in non-isothermal conditions using simultaneous thermal analyses (STA) was investigated. Devolatilization kinetics was implemented through combined application of model-free methods and DAEM (distributed activation energy model) using Gaussian distribution functions of activation energies. Results obtained were used in the curve prediction of the rate of mass loss against temperature at various heating rates by numerical optimization. The possible calculation of biomass samples behavior under pyrolytic conditions as the summation of their pseudo-components, hemicelluloses, cellulose, and lignin is also explored. The differences between experimental and calculated data are less than 3.20% offering a quality test of applicability of proposed model on the kinetic studies of a wide range of biomass samples. It seems that the most physically realistic model is the decomposition of biomass in three reactions, depending on the composition of the biomass regarding hemicelluloses, cellulose, and lignin. Kinetic model applied here may serve as a starting point to build more complex models capable of describing the thermal behavior of plant materials during thermochemical processing. Public Library of Science 2018-10-31 /pmc/articles/PMC6209342/ /pubmed/30379972 http://dx.doi.org/10.1371/journal.pone.0206657 Text en © 2018 Radojević et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Radojević, Miloš
Janković, Bojan
Jovanović, Vladimir
Stojiljković, Dragoslava
Manić, Nebojša
Comparative pyrolysis kinetics of various biomasses based on model-free and DAEM approaches improved with numerical optimization procedure
title Comparative pyrolysis kinetics of various biomasses based on model-free and DAEM approaches improved with numerical optimization procedure
title_full Comparative pyrolysis kinetics of various biomasses based on model-free and DAEM approaches improved with numerical optimization procedure
title_fullStr Comparative pyrolysis kinetics of various biomasses based on model-free and DAEM approaches improved with numerical optimization procedure
title_full_unstemmed Comparative pyrolysis kinetics of various biomasses based on model-free and DAEM approaches improved with numerical optimization procedure
title_short Comparative pyrolysis kinetics of various biomasses based on model-free and DAEM approaches improved with numerical optimization procedure
title_sort comparative pyrolysis kinetics of various biomasses based on model-free and daem approaches improved with numerical optimization procedure
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6209342/
https://www.ncbi.nlm.nih.gov/pubmed/30379972
http://dx.doi.org/10.1371/journal.pone.0206657
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